{"id":"W7149216219","doi":"","title":"Full Issue","year":2024,"lang":"","type":"article","venue":"Digital Commons - University of South Florida (University of South Florida)","topic":"Science and Climate Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hydrology (agriculture); Period (music); Fell; Falling (accident)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0004751744,0.000750725,0.001170941,0.0006303985,0.001549197,0.0002356418,0.002554354,0.0004164404,0.006691249],"category_scores_gemma":[0.00005005957,0.0009992797,0.001011114,0.002501307,0.005310637,0.003233521,0.002920368,0.0007465868,0.00508598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004586992,"about_ca_system_score_gemma":0.0002436555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008373589,"about_ca_topic_score_gemma":0.0004063472,"domain_scores_codex":[0.9951984,0.00008278181,0.0004831875,0.001490652,0.001575661,0.001169378],"domain_scores_gemma":[0.9973975,0.0002103219,0.0004829917,0.001094424,0.0001720147,0.0006426827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.005144053,0.001245556,0.2765349,0.00302708,0.003535201,0.003338482,0.6121588,0.003109685,0.001753554,0.005720238,0.03298526,0.0514472],"study_design_scores_gemma":[0.003125634,0.001974941,0.07345845,0.001373733,0.00150558,0.00003607023,0.7858096,0.00591545,0.0002528503,0.0006492437,0.1232517,0.00264674],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9010692,0.0008209072,0.001968742,0.00107821,0.001843659,0.0005460774,0.004299764,0.0002559795,0.08811745],"genre_scores_gemma":[0.9902364,0.0002913828,0.0003754058,0.00002262401,0.0001677537,7.509071e-8,0.00005188292,0.00004328488,0.008811193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2030764,"threshold_uncertainty_score":0.9997507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01719015206285568,"score_gpt":0.1946253335546658,"score_spread":0.1774351814918101,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}